Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward

2 Oct 2019Daniel SeveroFlávio AmaroEstevam R. Hruschka JrAndré Soares de Moura Costa

We present a proxy dataset of vital signs with class labels indicating patient transitions from the ward to intensive care units called Ward2ICU. Patient privacy is protected using a Wasserstein Generative Adversarial Network to implicitly learn an approximation of the data distribution, allowing us to sample synthetic data... (read more)

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